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What is Big data analytics ?
Big data analytics is the process
of examining large data sets to
uncover hidden patterns,
unknown correlations, market
trends, customer preferences
and other useful business
information.
Big Data Definition
•Big data means that the data is unable to be handled and
processed by most current information system or
methods
•Most of the traditional data mining methods or data
analytics developed for a centralized data analysis
process may not be able to be applied directly to big
data.
Sources of Big Data
Application domains of Big Data
Big Data in Business Intelligence
The Evolution of Business Intelligence
scale
scale
1990’s 2000’s 2010’s
OLTP: OnlineTransaction Processing (DBMSs)
OLAP: Online Analytical Processing (Data
Warehousing)
RTAP: Real-Time Analytics Processing (Big Data
Architecture & technology)
Big data in design and engineering
•Engineering department of manufacturing
companies.
•Boeing’s new 787 aircraft is perhaps the best
example of Big Data, a plane designed and
manufactured.
•Big Data needs to be transferred for
conversion into machining related information
to allow the product to be manufactured.
Reasons for the importance of Big
Data
•Increase innovation and development of next generation
product
•Improve customer satisfaction
•Sharpen competitive advantages
•Create more narrow segmentation of customers
•Reduce downtime

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What is Big Data Analytics

  • 2. What is Big data analytics ?
  • 3. Big data analytics is the process of examining large data sets to uncover hidden patterns, unknown correlations, market trends, customer preferences and other useful business information.
  • 4. Big Data Definition •Big data means that the data is unable to be handled and processed by most current information system or methods •Most of the traditional data mining methods or data analytics developed for a centralized data analysis process may not be able to be applied directly to big data.
  • 6.
  • 7.
  • 9.
  • 10. Big Data in Business Intelligence
  • 11. The Evolution of Business Intelligence scale scale 1990’s 2000’s 2010’s
  • 12. OLTP: OnlineTransaction Processing (DBMSs) OLAP: Online Analytical Processing (Data Warehousing) RTAP: Real-Time Analytics Processing (Big Data Architecture & technology)
  • 13. Big data in design and engineering
  • 14. •Engineering department of manufacturing companies. •Boeing’s new 787 aircraft is perhaps the best example of Big Data, a plane designed and manufactured. •Big Data needs to be transferred for conversion into machining related information to allow the product to be manufactured.
  • 15. Reasons for the importance of Big Data
  • 16. •Increase innovation and development of next generation product •Improve customer satisfaction •Sharpen competitive advantages •Create more narrow segmentation of customers •Reduce downtime